Package: betaBayes 1.0.1

betaBayes: Bayesian Beta Regression

Provides a class of Bayesian beta regression models for the analysis of continuous data with support restricted to an unknown finite support. The response variable is modeled using a four-parameter beta distribution with the mean or mode parameter depending linearly on covariates through a link function. When the response support is known to be (0,1), the above class of models reduce to traditional (0,1) supported beta regression models. Model choice is carried out via the logarithm of the pseudo marginal likelihood (LPML), the deviance information criterion (DIC), and the Watanabe-Akaike information criterion (WAIC). See Zhou and Huang (2022) <doi:10.1016/j.csda.2021.107345>.

Authors:Haiming Zhou [aut, cre, cph], Xianzheng Huang [aut]

betaBayes_1.0.1.tar.gz
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betaBayes.pdf |betaBayes.html
betaBayes/json (API)

# Install 'betaBayes' in R:
install.packages('betaBayes', repos = c('https://wonderzhm.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • covid - COVID-19 County Level Data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 6 scripts 207 downloads 6 exports 11 dependencies

Last updated 2 years agofrom:628c97ed25. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-win-x86_64OKNov 03 2024
R-4.5-linux-x86_64OKNov 03 2024
R-4.4-win-x86_64OKNov 03 2024
R-4.4-mac-x86_64OKNov 03 2024
R-4.4-mac-aarch64OKNov 03 2024
R-4.3-win-x86_64OKNov 03 2024
R-4.3-mac-x86_64OKNov 03 2024
R-4.3-mac-aarch64OKNov 03 2024

Exports:beta4regcox.snell.beta4regpredict.beta4regprint.beta4regprint.summary.beta4regsummary.beta4reg

Dependencies:betaregflexmixFormulalatticelmtestmodeltoolsnnetRcppRcppArmadillosandwichzoo

Readme and manuals

Help Manual

Help pageTopics
Bayesian Beta Regression Modelsbeta4reg print.beta4reg print.summary.beta4reg summary.beta4reg
COVID-19 County Level Datacovid
Cox-Snell Diagnostic Plotcox.snell.beta4reg
Predict method for beta4 model fitspredict.beta4reg